Update README.md

README.md

@@ -46,9 +46,18 @@ This dataset is indexed on https://project-agml.github.io/ as part of the AgML p
 ## Citation
 
 ```bibtex
-<!-- TODO: add BibTeX citation -->
+@article{fontaine2026taxonomical,
+  title={Taxonomical loss for weed seedlings image classification},
+  author={Fontaine, Hans-Olivier and Foucher, Samuel and Fallon, Edith and Simard, Marie-Jos{\'e}e and Lord, Etienne},
+  journal={Scientific Reports},
+  volume={16},
+  number={1},
+  pages={3837},
+  year={2026},
+  publisher={Nature Publishing Group UK London}
+}
 ```
 
-<!-- TODO: add plain text citation -->
+https://github.com/etiennelord/TaxonomicalLoss
 
 *This dataset was reformatted from its original format to match HuggingFace standards.*